Introduction to Interactive Brokers & its API
Advanced Python Concepts
Understanding IB API Python Wrapper
Historical Data
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Market Data Subscription (6:04)
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Getting Historical Data Using IBAPI (11:55)
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Getting Historical Data (multiple tickers) using IBAPI (15:12)
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Storing Historical Data in Dataframes (12:42)
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Storing Historical Data in Dataframes - II (6:51)
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Extracting Historical Data Iteratively (11:07)
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Storing Historical Data of Stocks from Different Exchanges
Order Management
Other Important API Calls
Technical Indicators in IB
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Technical Indicators Intro (4:40)
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TWS Terminal - Technical Indicators (6:54)
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MACD Overview (8:09)
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MACD Implementation Using IBAPI (12:06)
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ATR and Bollinger Bands Overview (8:20)
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Bollinger Bands Implementation Using IBAPI (7:53)
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ATR Implementation Using IBAPI (8:15)
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RSI Overview and Excel Implementation (9:52)
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RSI Implementation Using IBAPI (8:55)
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ADX Overview (4:14)
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ADX Implementation in Excel (12:46)
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ADX Implementation Using IBAPI (11:44)
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Stochastic Oscillator Overview (6:31)
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Stochastic Oscillator Implementation Using IBAPI (6:40)
Backtesting Strategies
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Backtesting Intro (3:11)
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CAGR Implementation using IBAPI (14:59)
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Volatility & Sharpe Implementation using IBAPI (8:01)
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Maximum Drawdown Implementation (11:42)
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KPIs for Intraday Strategies (3:15)
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Backtesting Sample Strategy (MACD+Stochastic) (4:01)
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Backtesting Strategy - Extracting Data (6:48)
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Backtesting Strategy - Signal Generation & Return Calculation (19:41)
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Backtesting Strategy - KPI Calculation (6:56)
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Homework - Implement Intraday KPIs (1:27)
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Homework - Solution
Designing & Deploying Strategies on IB
Streaming Market Data
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Streaming Tick Level Data (12:46)
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Streaming Aggregated Snapshot Data - I (14:40)
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Streaming Aggregated Snapshot Data - II (10:14)
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Storing Tick Data in SQL DB - I (14:05)
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Storing Tick Data in SQL DB - II (12:43)
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Storing Tick Data in SQL DB - III (8:39)
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Accessing Data in DB (3:24)
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Converting Ticks to Candles (10:29)
Extracting Fundamental Data
